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---
title: "R Notebook"
output: html_notebook
---

This is an [R Markdown](http://rmarkdown.rstudio.com) Notebook. When you execute code within the notebook, the results appear beneath the code. 

Try executing this chunk by clicking the *Run* button within the chunk or by placing your cursor inside it and pressing *Ctrl+Shift+Enter*. 

```{r}

######################################
# How to create Beautiful, Interactive data visualizations using Plotly in R and Python? 
# https://www.analyticsvidhya.com/blog/2017/01/beginners-guide-to-create-beautiful-interactive-data-visualizations-using-plotly-in-r-and-python/
######################################

#==========================
#Sharing the plots can be done as:
#==========================
Sys.setenv("plotly_username"="sandippaul")
Sys.setenv("ploty_api_key"="CTeeg0PAcUPMFRwPaYj8")
#To post the plots online
plotly_POST(x = Plotting_Object)
#To plot the last plot you created, simply use this.
plotly_POST(x = last_plot(), filename = "XYZ")


#==========================
#Setting up Data
#==========================
#Loading iris dataset
data("iris")
#Structure of Iris dataset
str(iris)

#Loading the data
data("AirPassengers")
#Structure of International Airline Passengers Time series Dataset
str(AirPassengers)

#Loading the data
data("volcano")
#Checking dimensions
dim(volcano)


#==========================
#Basic Visualization
#==========================


if(!require(plotly)){
  install.packages("plotly")
}
library(plotly)

#attaching the variables
attach(iris)

###### Histograms ######

#plotting a histogram with Sepal.Length variable and storing it in hist
hist<- plot_ly(x=Sepal.Length, type = 'histogram')
#defining labels and title using layout()
layout(hist, title = "Iris Dataset - Sepal.Length", 
       xaxis = list(title="Sepal.Length"), 
       yaxis = list(title="Count"))


###### Bar Charts ######

#plotting a histogram with Species variable and storing it in bar_chart
bar_chart<-plot_ly(x=Species, type='histogram')
#defining labels and titile using layout()
layout(bar_chart, title = "Iris Dataset - Species",
       xaxis = list(title="Species"),
       yaxis = list(title="Count"))


###### Box Plots ######

#plotting a Boxplot with Sepal.Length variable and storing it in box_plot
box_plot<-plot_ly(y=Sepal.Length, type = 'box', color = Species)
#defining labels and title using layout()
layout(box_plot, title="Iris Dataset - Sepal.Length Boxplot",
       yaxis = list(title="Sepal.Length"))


###### Scatter Plots ######

#plotting a Scatter Plot with Sepal.Length and Sepal.Width variables and storing it in scatter_plot1
scatter_plot1<-plot_ly(x=Sepal.Length, y=Sepal.Width, type = 'scatter', mode='markers')
#defining labels and titile using layout()
layout(scatter_plot1, title="Iris Dataser - Sepal.Length vs Sepal.Width",
       xaxis = list(title="Sepal.Length"),
       yaxis = list(title="Sepal.Width"))
#1. Let’s go a step further and add another dimension (Species) using color.
#plotting a Scatter Plot with Sepal.Length and Sepal.Width variables with color representing the Species and storing it in scatter_plot12
scatter_plot2<-plot_ly(x=Sepal.Length, y=Sepal.Width, type = 'scatter', mode='markers', color = Species)
#defining labels and titile using layout()
layout(scatter_plot2, title="Iris Dataset - Sepal.Length vs Sepal.Width",
       xaxis = list(title="Sepal.Length"),
       yaxis = list(title="Sepal.Width"))
#2. We can add another dimension (Petal Length) to the plot by using the size of each data point in the plot.
#plotting a Scatter Plot with Sepal.Length and Sepal.Width variables with color represneting the Species and size representing the Petal.Length. Then, storing it in scatter_plot3
scatter_plot3<-plot_ly(x=Sepal.Length, y=Sepal.Width, type = 'scatter', mode='markers', color = Species, size = Petal.Length)
#defining labels and titile using layout()
layout(scatter_plot3, title="Iris Dataset - Sepal.Length vs Sepal.Width",
       xaxis = list(title="Sepal.Length"),
       yaxis = list(title="Sepal.Width"))



###### Time Series Plots ######

time_series<-plot_ly(x=time(AirPassengers), y=AirPassengers, type = "scatter", mode="lines")
layout(time_series, title="AirPassengers Dataset  -Time Series Plot",
       xaxis = list(title="Time"),
       yaxis = list(title="Passengers"))




#==========================
#Advanced  Visualization
#==========================


###### Heat Maps ######
plot_ly(z=~volcano, type = "heatmap")

###### 3D Scatter Plots ######
#Plotting the Iris dataset in 3D
plot_ly(x=Sepal.Length, y=Sepal.Width, z=Petal.Length, type = "scatter3d", mode='markers', size = Petal.Width, color = Species)

###### 3D Surfaces ######
plot_ly(z=~volcano, type = "surface")




#==========================
#Using plotly with ggplot2
#==========================


#Loading required libraries
library(ggplot2)
library(ggmap)

#List of Countries for ICC T20 WC 2017
ICC_WC_T20 <- c("Australia", "India","South Africa","New Zealand","Sri Lanka","England","Bangladesh","Pakistan","West Indies","Ireland","Zimbabwe","Afghanistan")

#extract geo location of these countries
countries <- geocode(ICC_WC_T20)

#map longitude and latitude in separate variables
nation.x <- countries$lon
nation.y <- countries$lat

#using ggplot to plot the world map
mapWorld <- borders("world", colour = "grey", fill = "lightblue")

#add data points to the world map
q<- ggplot()+mapWorld+geom_point(aes(x=nation.x, y=nation.y), color="red", size=3)


#Using ggplotly() of plotly  to add interactivity to ggplot objects.
ggplotly(q)


```

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